These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.
213 related articles for article (PubMed ID: 28541493)
1. Identifying reports of randomized controlled trials (RCTs) via a hybrid machine learning and crowdsourcing approach. Wallace BC; Noel-Storr A; Marshall IJ; Cohen AM; Smalheiser NR; Thomas J J Am Med Inform Assoc; 2017 Nov; 24(6):1165-1168. PubMed ID: 28541493 [TBL] [Abstract][Full Text] [Related]
2. Machine learning reduced workload with minimal risk of missing studies: development and evaluation of a randomized controlled trial classifier for Cochrane Reviews. Thomas J; McDonald S; Noel-Storr A; Shemilt I; Elliott J; Mavergames C; Marshall IJ J Clin Epidemiol; 2021 May; 133():140-151. PubMed ID: 33171275 [TBL] [Abstract][Full Text] [Related]
3. Citation screening using crowdsourcing and machine learning produced accurate results: Evaluation of Cochrane's modified Screen4Me service. Noel-Storr A; Dooley G; Affengruber L; Gartlehner G J Clin Epidemiol; 2021 Feb; 130():23-31. PubMed ID: 33007457 [TBL] [Abstract][Full Text] [Related]
4. Cochrane Centralised Search Service showed high sensitivity identifying randomized controlled trials: A retrospective analysis. Noel-Storr AH; Dooley G; Wisniewski S; Glanville J; Thomas J; Cox S; Featherstone R; Foxlee R J Clin Epidemiol; 2020 Nov; 127():142-150. PubMed ID: 32798713 [TBL] [Abstract][Full Text] [Related]
5. An evaluation of Cochrane Crowd found that crowdsourcing produced accurate results in identifying randomized trials. Noel-Storr A; Dooley G; Elliott J; Steele E; Shemilt I; Mavergames C; Wisniewski S; McDonald S; Murano M; Glanville J; Foxlee R; Beecher D; Ware J; Thomas J J Clin Epidemiol; 2021 May; 133():130-139. PubMed ID: 33476769 [TBL] [Abstract][Full Text] [Related]
6. Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide. Marshall IJ; Noel-Storr A; Kuiper J; Thomas J; Wallace BC Res Synth Methods; 2018 Dec; 9(4):602-614. PubMed ID: 29314757 [TBL] [Abstract][Full Text] [Related]
7. Automated confidence ranked classification of randomized controlled trial articles: an aid to evidence-based medicine. Cohen AM; Smalheiser NR; McDonagh MS; Yu C; Adams CE; Davis JM; Yu PS J Am Med Inform Assoc; 2015 May; 22(3):707-17. PubMed ID: 25656516 [TBL] [Abstract][Full Text] [Related]
8. The future of Cochrane Neonatal. Soll RF; Ovelman C; McGuire W Early Hum Dev; 2020 Nov; 150():105191. PubMed ID: 33036834 [TBL] [Abstract][Full Text] [Related]
9. Crowd-sourcing and automation facilitated the identification and classification of randomized controlled trials in a living review. Kamso MM; Pardo JP; Whittle SL; Buchbinder R; Wells G; Glennon V; Tugwell P; Deardon R; Sajobi T; Tomlinson G; Elliott J; Kelly SE; Hazlewood GS J Clin Epidemiol; 2023 Dec; 164():1-8. PubMed ID: 37865299 [TBL] [Abstract][Full Text] [Related]
10. Hybrid curation of gene-mutation relations combining automated extraction and crowdsourcing. Burger JD; Doughty E; Khare R; Wei CH; Mishra R; Aberdeen J; Tresner-Kirsch D; Wellner B; Kann MG; Lu Z; Hirschman L Database (Oxford); 2014; 2014():. PubMed ID: 25246425 [TBL] [Abstract][Full Text] [Related]
11. Identifying additional studies for a systematic review of retention strategies in randomised controlled trials: making contact with trials units and trial methodologists. Brueton V; Tierney JF; Stenning S; Rait G Syst Rev; 2017 Aug; 6(1):167. PubMed ID: 28830570 [TBL] [Abstract][Full Text] [Related]
12. OC-2-KB: integrating crowdsourcing into an obesity and cancer knowledge base curation system. Lossio-Ventura JA; Hogan W; Modave F; Guo Y; He Z; Yang X; Zhang H; Bian J BMC Med Inform Decis Mak; 2018 Jul; 18(Suppl 2):55. PubMed ID: 30066655 [TBL] [Abstract][Full Text] [Related]
13. Web 2.0-based crowdsourcing for high-quality gold standard development in clinical natural language processing. Zhai H; Lingren T; Deleger L; Li Q; Kaiser M; Stoutenborough L; Solti I J Med Internet Res; 2013 Apr; 15(4):e73. PubMed ID: 23548263 [TBL] [Abstract][Full Text] [Related]
14. An exploration of crowdsourcing citation screening for systematic reviews. Mortensen ML; Adam GP; Trikalinos TA; Kraska T; Wallace BC Res Synth Methods; 2017 Sep; 8(3):366-386. PubMed ID: 28677322 [TBL] [Abstract][Full Text] [Related]
16. The handsearching of 2 medical journals of Bahrain for reports of randomized controlled trials. Al-Hajeri AA; Fedorowicz Z; Amin FA; Eisinga A Saudi Med J; 2006 Apr; 27(4):526-30. PubMed ID: 16598332 [TBL] [Abstract][Full Text] [Related]
17. A Frequency-based Strategy of Obtaining Sentences from Clinical Data Repository for Crowdsourcing. Li D; Rastegar Mojarad M; Li Y; Sohn S; Mehrabi S; Komandur Elayavilli R; Yu Y; Liu H Stud Health Technol Inform; 2015; 216():1033-4. PubMed ID: 26262333 [TBL] [Abstract][Full Text] [Related]
18. Crowdsourcing the Citation Screening Process for Systematic Reviews: Validation Study. Nama N; Sampson M; Barrowman N; Sandarage R; Menon K; Macartney G; Murto K; Vaccani JP; Katz S; Zemek R; Nasr A; McNally JD J Med Internet Res; 2019 Apr; 21(4):e12953. PubMed ID: 31033444 [TBL] [Abstract][Full Text] [Related]
19. Unsupervised method for extracting machine understandable medical knowledge from a large free text collection. Xu R; Das AK; Garber AM AMIA Annu Symp Proc; 2009 Nov; 2009():709-13. PubMed ID: 20351945 [TBL] [Abstract][Full Text] [Related]
20. Crowdsourcing for Machine Learning in Public Health Surveillance: Lessons Learned From Amazon Mechanical Turk. Shakeri Hossein Abad Z; Butler GP; Thompson W; Lee J J Med Internet Res; 2022 Jan; 24(1):e28749. PubMed ID: 35040794 [TBL] [Abstract][Full Text] [Related] [Next] [New Search]